Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "161"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 161 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 161, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.138836 0.533459 3.139072 16.520345 0.617343 14.690228 2.299348 10.721393 0.8022 0.7291 0.2258 13.376790 11.529307
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.220202 31.855371 2.739956 10.567991 0.018030 9.297685 0.455784 2.949726 0.7555 0.6499 0.2431 5.432118 6.072292
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.204408 -0.736792 0.577306 0.049627 -0.804851 -0.906849 -1.860205 0.047014 0.0677 0.0387 0.0122 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.640184 38.936285 3.344073 12.763115 0.105235 7.740318 -0.516687 1.224700 0.6851 0.5905 0.3380 4.629131 3.691086
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.968351 41.450197 3.116436 12.030319 0.766569 7.322987 0.369004 0.904319 0.6854 0.5888 0.3339 5.260378 3.920311
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.183939 38.998362 2.342794 10.892169 -0.258276 6.082505 1.318585 5.650615 0.7251 0.6251 0.2680 6.376129 5.435084
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.023641 25.908602 3.368875 14.165715 -0.422659 10.659507 0.555013 4.586439 0.7973 0.6926 0.2169 7.731274 5.940998
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 353.737648 354.216883 inf inf 106.010961 104.835071 588.100658 620.551042 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 312.565123 314.694477 inf inf 15.444081 13.621471 690.681575 380.634252 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.915434 -0.660018 -0.294536 -0.305029 -0.640594 -0.520094 -1.060243 -0.012953 0.0464 0.0388 -0.0004 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15978.478751 576.931253 inf inf -27288.906309 -1198.586908 -202911.984648 -8142.623082 nan nan nan 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.445478 37.611282 -0.765279 2.723455 -0.480686 4.800379 -0.022557 1.444127 0.6854 0.5974 0.3492 4.264534 5.137595
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.418153 33.915769 -0.765688 2.683212 -0.482293 6.445299 -0.068962 0.632971 0.6868 0.5873 0.3534 4.205289 5.095717
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.174256 46.907800 -0.618915 2.655237 -0.042113 5.516837 0.283773 1.619494 0.6941 0.5956 0.3456 4.404463 5.350366
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.223309 35.062752 -0.869934 2.836331 -0.429167 5.638564 1.134840 3.747753 0.6854 0.5872 0.3455 5.176912 5.075228
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.128724 35.622218 -0.741186 3.749835 0.253834 6.564839 -0.348922 0.754695 0.6826 0.5833 0.3437 0.000000 0.000000
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.374142 0.477212 -0.833224 -0.455711 0.336517 -0.314233 -0.030009 0.117643 0.0705 0.0576 0.0199 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.122759 34.416693 -0.378526 2.415057 0.206307 4.995398 0.819876 2.003975 0.7040 0.6089 0.3472 4.719643 4.041561
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.348596 31.458940 -0.624324 2.107870 -1.114084 3.615348 -0.683704 2.508962 0.7666 0.6784 0.2950 8.004728 7.746017
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.027552 33.420450 -0.833165 3.520569 -0.460278 7.157983 -0.277258 1.721645 0.7036 0.6101 0.3409 4.975260 5.563542
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.194871 34.226620 -0.631627 2.061028 -0.394267 3.870622 -0.176080 0.346966 0.7066 0.6157 0.3422 5.645112 5.860966
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.827997 6.593806 -0.397415 -0.878394 -0.457894 0.138103 -1.027558 -0.375261 0.6913 0.6138 0.3136 15.613206 12.372833
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.404702 34.823457 -0.510552 2.543577 -0.764070 3.170806 -0.693335 2.845131 0.7766 0.7032 0.2147 5.111812 6.977973
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.545772 33.679647 -0.567196 2.673202 -0.554711 5.353682 -0.605997 1.351344 0.6972 0.5973 0.3606 4.442281 5.384756
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.000390 -0.000390 0.000000 0.000000 -0.823769 -0.823769 -0.908427 -0.908427 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.634031 33.640273 -0.422724 3.198338 0.243078 -1.632458 -0.085044 1.688108 0.7135 0.6095 0.3571 3.459681 4.111599
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.983612 34.763241 -0.469166 5.877333 -0.836728 5.793719 -0.359491 0.391925 0.7096 0.6102 0.3493 4.900384 6.279951
2459562 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.414947 25.015943 -0.101750 1.630010 0.392862 -1.760054 0.132878 0.259088 0.7111 0.6158 0.3425 3.840009 4.470195
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.189172 25.242273 -0.192661 1.390026 0.420081 -1.632536 0.017645 0.097505 0.7092 0.6149 0.3436 3.309149 4.149668
2459560 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.254660 23.414365 -0.013536 1.402045 0.858043 -1.293031 -0.049298 -0.017328 0.7088 0.6118 0.3550 3.774356 4.351500
2459559 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.223321 29.474170 -0.238958 1.579022 0.659101 -1.342221 0.156857 0.290114 0.7059 0.6043 0.3505 3.383319 3.913722
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.879089 34.903562 -0.719560 2.790126 -0.612802 5.582595 -0.230209 0.610759 0.7105 0.6063 0.3518 3.836628 3.785896
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0843 0.0456 0.0191 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.755723 36.838381 -0.754749 3.345714 -0.018433 5.073333 -0.491445 2.681106 0.7042 0.6041 0.3531 3.994670 3.963955
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7137 0.6179 0.3584 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7092 0.6125 0.3590 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.671211 43.075621 -0.780740 3.787851 -0.802569 9.076663 -0.562474 2.167531 0.7198 0.6160 0.3582 7.214314 4.927134
2459551 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.407161 23.784884 -0.214915 1.771373 0.827202 -2.207963 0.059896 0.592190 0.7136 0.6152 0.3564 3.736310 4.231687
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0669 0.0515 0.0023 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.977662 33.623079 -0.708042 2.905325 0.223970 5.769022 -0.313590 1.077624 0.7064 0.6036 0.3649 4.165516 4.759468
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459541 RF_maintenance 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% 1.085992 40.947821 -0.948632 3.746248 0.529206 4.594043 -0.452845 4.193939 0.7456 0.6507 0.3051 4.272609 3.345186
2459540 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.328075 32.677432 -0.253490 1.590588 -0.050913 0.096510 -0.030850 0.874349 0.7598 0.6600 0.3190 3.422751 3.919766
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.725495 59.890556 -0.650122 5.648201 -0.393858 9.486281 0.383237 0.705245 0.7383 0.6345 0.3736 4.802254 3.840590
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.956694 26.729529 -0.094575 1.461045 -0.260715 0.774057 -0.201030 1.172542 0.7937 0.6836 0.3305 3.841072 3.877634
2459534 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.856083 27.099681 0.032344 1.296342 0.145718 1.988117 0.284420 1.600770 0.7831 0.6642 0.3337 4.758518 4.149042
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.764943 46.899262 -0.656397 4.159957 -0.148462 6.663289 -0.464995 1.625275 0.7336 0.6344 0.3579 4.242094 4.512471
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.547074 26.147493 -0.145515 1.308860 0.647984 -1.774425 -0.017588 1.585522 0.7461 0.6386 0.3573 4.255602 4.435141
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.954547 48.550356 -0.396156 5.418441 -0.955201 5.780560 0.160418 3.604946 0.9114 0.9028 0.2614 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 1.528476 47.749147 -0.449120 3.569718 -0.922956 6.958792 -0.018192 2.626863 nan nan nan 5.703701 6.188354
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.203604 44.851108 -0.872701 4.562451 -0.947427 4.305362 -0.081812 2.657166 0.6909 0.5955 0.3209 4.703685 7.298203
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.027017 0.492586 -0.789715 -0.663945 -0.161552 -0.880872 0.255159 0.326323 0.0959 0.0735 0.0158 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.043740 43.060070 -0.660478 4.814420 -0.278009 6.703652 -0.375909 6.600912 0.9197 0.9237 0.1463 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.115179 51.772439 -0.720738 5.130485 -0.084326 2.350028 0.630977 4.564311 0.8932 0.7422 0.2292 28.430832 26.752208
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.247127 53.762326 -0.677126 7.895026 -0.300185 2.259996 0.465148 3.909962 0.8857 0.8360 0.3876 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 161: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 30.258390 1.471817 30.258390 1.511869 9.409997 1.604114 2.987373 1.136181 3.198565

Antenna 161: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 32.322182 32.322182 1.247180 8.687435 1.563729 2.867449 1.533905 3.384643 1.425241

Antenna 161: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 42.720132 42.720132 1.799177 15.810412 2.628049 4.660665 2.714343 10.513132 1.869912

Antenna 161: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 49.846850 49.846850 1.799881 19.903392 3.356235 5.011952 2.738014 2.084913 0.702877

Antenna 161: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 38.358084 2.116974 38.358084 2.004559 9.940437 2.244930 2.595886 1.271519 4.123976

Antenna 161: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 34.262006 34.262006 2.133589 9.155952 1.980195 2.167246 2.148617 2.174503 1.264186

Antenna 161: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 61.021368 61.021368 2.504241 26.016610 5.179982 4.490493 5.272939 4.257317 2.100928

Antenna 161: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 43.934950 1.143001 43.934950 2.628559 11.904933 0.570193 3.441647 0.326950 2.097539

Antenna 161: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 55.006005 3.206360 55.006005 5.502402 24.259229 12.096690 8.501791 6.211430 8.608046

Antenna 161: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 39.724977 1.072183 39.724977 1.405060 14.456446 2.089858 2.486913 2.721855 10.920842

Antenna 161: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 25.517610 25.517610 0.259902 4.683548 0.711330 0.629804 0.663174 1.422965 0.182145

Antenna 161: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 37.075555 0.821230 37.075555 1.058073 4.948281 2.446831 1.558971 1.036342 11.622481

Antenna 161: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 30.473980 0.455232 30.473980 0.755837 4.316211 1.415599 2.414405 1.794583 10.241907

Antenna 161: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 41.404696 41.404696 0.996844 5.530487 1.216699 1.725247 2.165276 2.091108 0.466256

Antenna 161: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 46.349986 1.248635 46.349986 3.261108 11.829598 3.526520 8.891406 0.745454 31.451442

Antenna 161: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 55.124007 1.072714 55.124007 1.904561 11.227642 2.457931 4.106843 0.665243 7.923702

Antenna 161: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 40.580771 0.772355 40.580771 1.093539 5.357637 1.162050 0.937061 0.573293 15.616449

Antenna 161: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 38.997395 0.469720 38.997395 1.353453 6.742837 1.367887 1.784946 0.795067 1.629208

Antenna 161: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.220409 -0.947444 -0.725109 -0.752028 -0.408790 -0.370321 -0.725510 0.220409 0.092366

Antenna 161: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 39.475497 39.475497 1.169584 4.733475 0.889205 0.868176 0.434814 13.690976 0.411445

Antenna 161: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.423245 -1.211649 -0.585703 -0.332974 -0.078733 -0.787649 -0.670141 0.423245 -0.324813

Antenna 161: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 48.722782 1.064689 48.722782 3.013613 17.040469 1.947992 3.396742 1.340613 2.779746

Antenna 161: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.230580 -0.925371 -0.220203 -0.010274 0.010274 -0.612080 -0.424110 0.230580 -0.077988

Antenna 161: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Shape 0.502005 -0.112356 0.502005 -0.357925 -0.351773 -1.146610 0.288116 -0.020925 0.464599

Antenna 161: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Power 0.690943 -0.733796 -0.589480 -0.189466 0.690943 -0.272214 -0.607445 0.504589 0.426263

Antenna 161: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 44.057614 0.937183 44.057614 2.927807 14.399578 -0.072076 3.771104 1.165531 2.687418

Antenna 161: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 30.438694 30.438694 0.318911 5.289111 0.540991 1.382530 0.490155 2.880594 1.073902

Antenna 161: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.217409 -0.661689 -1.145760 -0.769376 -1.008864 -0.785242 -0.019661 -0.227537 0.217409

Antenna 161: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.067485 -0.614605 -1.123120 -0.372224 -0.938716 -1.068456 -0.536180 0.042147 0.067485

Antenna 161: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 51.518898 51.518898 1.123305 11.072819 2.099075 7.257251 1.193184 3.970756 0.908271

Antenna 161: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.256523 -0.859883 -0.725414 -0.836573 -0.732765 0.020231 -0.709190 0.256523 -0.092294

Antenna 161: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties -0.038738 -0.691346 -0.449419 -0.491631 -0.651239 -0.622069 -0.083247 -0.154464 -0.038738

Antenna 161: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.191755 -0.655977 -0.488763 -0.606657 -0.712616 -0.966972 -0.820463 0.179376 0.191755

Antenna 161: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 0.280266 -0.763566 -0.767747 -0.382413 -0.633624 -0.338410 -0.699140 0.149579 0.280266

Antenna 161: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties -0.094627 -0.741291 -0.596063 -0.624494 -0.861918 -0.654323 -0.837230 -0.271016 -0.094627

Antenna 161: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 63.254073 1.429947 63.254073 2.636486 13.925119 1.921757 3.436328 1.502152 3.180075

Antenna 161: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Shape -0.298726 -0.298726 -0.687791 -0.587643 -0.405286 -0.329091 -1.031727 -0.395156 -0.323634

Antenna 161: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Variability 0.708958 -0.865595 -0.659665 -0.584744 -0.777291 -0.272639 0.708958 0.042685 -0.005791

Antenna 161: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Variability 1.402360 -0.593830 -0.655888 -0.551829 -0.172378 1.402360 0.178166 0.179302 0.101458

Antenna 161: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Temporal Discontinuties 0.073602 -0.981625 -0.689880 -0.617471 -0.344864 -0.512534 -0.677292 0.004988 0.073602

Antenna 161: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Temporal Discontinuties 0.271321 -0.746856 -0.786224 -0.702705 -0.517146 -0.143013 -1.009241 0.255732 0.271321

Antenna 161: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 48.985366 0.745745 48.985366 1.859172 13.140794 1.393302 3.414508 0.910971 2.654855

Antenna 161: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Temporal Discontinuties 0.250025 -0.629581 -0.900512 -0.449696 -0.615705 -0.845534 -0.730805 0.250025 0.046209

Antenna 161: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 46.452610 46.452610 0.995943 18.047953 2.371549 4.648758 2.622556 3.690053 2.647935

Antenna 161: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok ee Temporal Discontinuties 1.975664 0.008694 -0.646083 -0.779915 -0.887301 1.311711 1.594759 1.664903 1.975664

Antenna 161: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 digital_ok nn Shape 0.160885 0.160885 -0.486315 -0.656821 -0.864376 -1.118476 -0.317659 -0.410456 -0.325129

Antenna 161: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Shape 44.119032 0.977924 44.119032 2.247578 14.045789 1.872159 3.664027 1.864559 19.110476

Antenna 161: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Power 0.355933 -0.623458 -0.974720 0.355933 0.341060 0.205425 0.211668 -0.011046 -0.158214

Antenna 161: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance ee Temporal Variability 231.163532 -1.062473 4.541784 0.110313 11.832344 78.134100 231.163532 0.327838 1.751589

Antenna 161: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Temporal Discontinuties 0.248102 -0.564521 -1.049933 -0.255184 -0.326456 -1.105426 -0.889530 0.248102 0.239289

Antenna 161: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance ee Temporal Discontinuties 1.057105 -0.510032 -0.923374 -0.518443 -0.808268 -0.270408 -0.032538 -0.288517 1.057105

Antenna 161: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Shape 43.173299 -0.062606 43.173299 1.497679 7.951432 -0.516365 1.983338 0.763631 1.314759

Antenna 161: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Shape 41.656540 41.656540 0.156639 4.545304 1.168857 2.533710 -0.396843 0.766197 0.707220

Antenna 161: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance ee Power -0.307154 -0.674491 -0.674491 -0.307154 -0.307154 -0.763975 -0.763975 -0.890074 -0.890074

Antenna 161: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Temporal Discontinuties -0.737738 -0.941039 -0.941039 -0.869027 -0.869027 -0.758811 -0.758811 -0.737738 -0.737738

Antenna 161: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance ee Shape -0.318759 -0.318759 -0.318759 -0.341617 -0.341617 -0.369539 -0.369539 -0.327679 -0.327679

Antenna 161: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 N13 RF_maintenance nn Shape 47.379088 47.379088 1.112205 8.234697 0.895571 2.060945 1.080054 3.223404 0.998348

Antenna 161: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 31.155789 -0.085592 31.155789 2.270026 11.672124 1.458079 11.739309 3.821580 12.130093

Antenna 161: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 18.732689 0.236005 18.732689 1.109372 6.947578 0.622116 5.031046 1.176166 5.647129

Antenna 161: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 38.565224 -0.190160 38.565224 1.613584 8.701717 -0.472454 5.318477 1.543415 1.544308

Antenna 161: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 38.843210 -0.192382 38.843210 2.315450 9.272066 -0.387164 5.909268 1.765154 2.330468

Antenna 161: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 41.572661 0.686706 41.572661 2.253751 6.966813 3.394707 3.708668 0.847961 1.441663

Antenna 161: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 161: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 29.096662 29.096662 0.041130 7.900056 1.582656 0.996560 4.481851 3.629760 3.524477

Antenna 161: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 36.951666 36.951666 -0.131361 5.830678 1.449270 5.665676 -0.280324 2.161479 -0.718510

Antenna 161: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 41.630525 41.630525 -0.029486 5.636271 1.309487 5.952376 -0.898749 7.081519 -0.470078

Antenna 161: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 40.702623 -0.001587 40.702623 1.656051 7.425924 -0.492820 4.227459 -0.174432 4.052855

Antenna 161: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 44.797813 44.797813 0.186473 9.513082 2.279776 6.088258 0.614140 4.078440 1.357501

Antenna 161: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 41.384307 0.501694 41.384307 1.285663 7.276710 0.468215 9.168580 2.232896 3.164497

Antenna 161: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 44.551003 44.551003 0.273747 7.452438 1.081561 6.288294 0.562651 2.033730 0.866127

Antenna 161: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 50.330971 8.223868 50.330971 2.524147 10.237797 6.388044 4.098636 4.745249 2.411266

Antenna 161: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 37.660038 37.660038 -0.116116 7.968106 1.485821 4.604009 0.073139 3.541143 -0.106881

Antenna 161: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 42.005483 42.005483 0.497314 6.981362 1.449381 5.574190 2.890038 3.441494 3.585567

Antenna 161: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 161: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 41.072886 0.584390 41.072886 1.483201 10.541266 3.256656 3.938007 4.210479 8.029497

Antenna 161: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 44.909123 1.015315 44.909123 1.815929 8.296999 1.461776 2.826752 2.285150 2.039076

Antenna 161: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 51.207219 51.207219 1.816530 16.617794 4.044375 7.270808 8.051841 3.843038 3.585820

Antenna 161: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Temporal Discontinuties 1.149186 -1.381223 -1.171041 0.182273 0.938972 0.428065 -0.487760 0.255601 1.149186

Antenna 161: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 43.222969 43.222969 1.118435 12.435997 2.224894 3.550404 2.701839 5.726471 1.453678

Antenna 161: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 34.181520 0.497688 34.181520 1.765534 11.199511 3.212288 4.401829 0.337547 3.439391

Antenna 161: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 39.139450 39.139450 0.675036 9.087035 1.119607 4.370936 3.033072 1.813227 0.854924

Antenna 161: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 38.709880 38.709880 0.507042 7.647226 1.108697 2.826033 1.606764 2.296152 1.044755

Antenna 161: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 44.869118 44.869118 0.480361 9.942598 1.419908 4.169300 2.416887 3.452597 0.046692

Antenna 161: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 44.005769 44.005769 0.795269 6.908477 0.224607 4.164951 1.426072 3.213859 0.965766

Antenna 161: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Power 1.347948 -0.937596 -0.633357 0.460232 1.347948 -0.007529 -0.319642 0.138973 0.477727

Antenna 161: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 46.655137 46.655137 0.622068 7.218381 0.536151 4.048025 1.796157 4.613588 1.019540

Antenna 161: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 56.058157 0.935858 56.058157 1.702580 10.662114 2.984918 4.428189 2.231857 5.747336

Antenna 161: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 161: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 43.522944 43.522944 -0.348023 11.383292 1.622365 8.251893 1.266942 11.517640 2.241616

Antenna 161: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 38.531873 0.419847 38.531873 0.913815 7.684405 0.739181 4.505317 1.045857 1.599573

Antenna 161: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 161: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance ee Shape 0.629409 0.629409 0.629409 0.627199 0.627199 0.337685 0.337685 0.047616 0.047616

Antenna 161: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
161 13 RF_maintenance nn Shape 38.997308 0.386279 38.997308 1.378131 9.365715 1.732686 5.084511 0.772616 2.335747